{"id":"W4417009191","doi":"10.2196/86290","title":"A Haptic-Driven Serious Game for Cognitive Stimulation and Visual Impairment Mitigation in Older Adults Based on the Design-Play-Experience Framework: Cross-Sectional Mixed Methods Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serious game; Blueprint; Psychological intervention; Cognition; Visual impairment; Cognitive impairment; Cognitive training; Cognitive load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006096112,0.0009364429,0.0009062086,0.0009363738,0.0009901748,0.0008852122,0.001024855,0.0008296631,0.002010643],"category_scores_gemma":[0.005553239,0.0005501377,0.0008852417,0.0003270077,0.0009003081,0.0008406791,0.001239849,0.0008869168,0.0003131575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806168,"about_ca_system_score_gemma":0.001961727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884291,"about_ca_topic_score_gemma":0.004058763,"domain_scores_codex":[0.997911,0.0009550421,0.0002226592,0.0003227649,0.0003480953,0.0002404189],"domain_scores_gemma":[0.9967678,0.001295476,0.0003682617,0.0002395892,0.0008844812,0.0004443972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"qualitative","study_design_scores_codex":[0.009796035,0.3126029,0.2509759,0.008053058,0.0007504901,0.002924508,0.08932926,0.003039869,0.04041876,0.002631799,0.003613349,0.2758642],"study_design_scores_gemma":[0.00553464,0.3979774,0.4905195,0.0009784524,0.000855876,0.001472136,0.05787363,0.009742728,0.01470788,0.001547334,0.01847105,0.0003193973],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896696,0.000104233,0.002554506,0.00004139946,0.00001447138,0.007000842,0.000120972,0.00001987214,0.000473977],"genre_scores_gemma":[0.9512328,0.0004813558,0.02743023,0.0002461903,0.00003649246,0.01908635,0.0002825889,0.00001435615,0.001189616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006096112,"threshold_uncertainty_score":0.03223968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646501297427211,"score_gpt":0.4063897809302084,"score_spread":0.3799247679559363,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}